{"id":"W4412723387","doi":"10.17504/protocols.io.5qpvornqbv4o/v1","title":"IAV H1N1 MDCK Plaque Assay Protocol v1","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Parvovirus B19 Infection Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Protocol (science); Virus quantification; Virology; Chemistry; Molecular biology; Biology; Medicine; Pathology; Virus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017716,0.00262859,0.00157576,0.002505917,0.001777862,0.001329356,0.00237414,0.001191543,0.04755302],"category_scores_gemma":[0.001948259,0.001085684,0.001078943,0.001522801,0.0006296178,0.0006837037,0.0009238709,0.003505322,0.05096618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007854523,"about_ca_system_score_gemma":0.00141312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003180416,"about_ca_topic_score_gemma":0.003776908,"domain_scores_codex":[0.9971874,0.0006044162,0.0002520816,0.0004262475,0.001138713,0.0003911262],"domain_scores_gemma":[0.9987438,0.0001771115,0.00006944098,0.0004658694,0.0004504389,0.00009339014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001078088,0.0006553664,0.001216869,0.001097152,0.00007741437,0.0002391317,0.0002802745,0.0006732551,0.8475025,0.005821269,0.1013447,0.04001399],"study_design_scores_gemma":[0.0001072897,0.0007267561,0.004692334,0.0001896446,0.0000823654,0.0007047817,0.00009846121,0.002114734,0.7111768,0.001660165,0.2783397,0.0001068683],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.09267271,0.005684367,0.4533927,0.001739017,0.003868045,0.02934974,0.1997299,0.0220747,0.1914888],"genre_scores_gemma":[0.08584738,0.006213868,0.3275667,0.0009134795,0.000590749,0.02728118,0.3689285,0.003956072,0.1787022],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.04755302,"threshold_uncertainty_score":0.1590807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07590296082022686,"score_gpt":0.4123198516202847,"score_spread":0.3364168908000579,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}